Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-13 1.043016 1.260405 1.535893 1.920723 2.462105 3.227073 4.453539
2025-04-20 0.793322 1.053880 1.437645 2.085847 3.259075 5.587327 11.798199
2025-04-27 0.649541 0.915529 1.347787 2.184687 4.045173 9.198586 36.832507
2025-05-04 0.545660 0.799199 1.239221 2.178383 4.634308 13.949268 158.111885
2025-05-11 0.465596 0.699590 1.124264 2.095923 4.975901 19.508899 2022.222933
2025-05-18 0.419231 0.646556 1.078726 2.144695 5.799945 33.316736 NaN
2025-05-25 0.387638 0.612922 1.061016 2.253956 7.059147 71.298386 NaN
2025-06-01 0.354308 0.569876 1.012353 2.257122 7.942878 148.780995 NaN
2025-06-08 0.321296 0.522384 0.943510 2.171740 8.293155 280.945884 NaN
2025-06-15 0.304137 0.503321 0.934591 2.272230 10.087807 2476.993230 NaN
2025-06-22 0.284627 0.476780 0.902538 2.282334 11.394533 NaN NaN
2025-06-29 0.264310 0.446143 0.854984 2.218179 12.009229 NaN NaN
2025-07-06 0.246776 0.419908 0.815279 2.174545 12.909140 NaN NaN
2025-07-13 0.240574 0.416867 0.833997 2.375139 17.917585 NaN NaN
2025-07-20 0.231649 0.406823 0.832444 2.495127 23.273227 NaN NaN
2025-07-27 0.219633 0.388640 0.805499 2.487589 26.594883 NaN NaN
2025-08-03 0.206221 0.366103 0.763050 2.387882 27.210441 NaN NaN
2025-08-10 0.198435 0.355522 0.752793 2.446831 33.914529 NaN NaN
2025-08-17 0.193033 0.349806 0.755562 2.579304 47.660554 NaN NaN
2025-08-24 0.185066 0.337399 0.736577 2.583152 57.042538 NaN NaN
2025-08-31 0.175472 0.320448 0.701665 2.479567 57.768990 NaN NaN
2025-09-07 0.171261 0.315820 0.703667 2.601517 86.064986 NaN NaN
2025-09-14 0.165203 0.306290 0.689071 2.613805 108.896857 NaN NaN